|
{ |
|
"lang":"en", |
|
"name":"pipeline", |
|
"version":"0.0.0", |
|
"spacy_version":">=3.7.4,<3.8.0", |
|
"description":"", |
|
"author":"", |
|
"email":"", |
|
"url":"", |
|
"license":"", |
|
"spacy_git_version":"bff8725f4", |
|
"vectors":{ |
|
"width":0, |
|
"vectors":0, |
|
"keys":0, |
|
"name":null, |
|
"mode":"default" |
|
}, |
|
"labels":{ |
|
"textcat_multilabel":[ |
|
"ReportingAndCompliance", |
|
"RiskManagement", |
|
"ConsumerProtection", |
|
"CapitalRequirements", |
|
"CorporateGovernance" |
|
] |
|
}, |
|
"pipeline":[ |
|
"textcat_multilabel" |
|
], |
|
"components":[ |
|
"textcat_multilabel" |
|
], |
|
"disabled":[ |
|
|
|
], |
|
"performance":{ |
|
"cats_score":0.6816181111, |
|
"cats_score_desc":"macro AUC", |
|
"cats_micro_p":0.5733333333, |
|
"cats_micro_r":0.43, |
|
"cats_micro_f":0.4914285714, |
|
"cats_macro_p":0.5532884253, |
|
"cats_macro_r":0.2839970528, |
|
"cats_macro_f":0.3267018677, |
|
"cats_macro_auc":0.6816181111, |
|
"cats_f_per_type":{ |
|
"ReportingAndCompliance":{ |
|
"p":0.5762711864, |
|
"r":0.7816091954, |
|
"f":0.6634146341 |
|
}, |
|
"RiskManagement":{ |
|
"p":0.3846153846, |
|
"r":0.1388888889, |
|
"f":0.2040816327 |
|
}, |
|
"ConsumerProtection":{ |
|
"p":0.8888888889, |
|
"r":0.32, |
|
"f":0.4705882353 |
|
}, |
|
"CapitalRequirements":{ |
|
"p":0.25, |
|
"r":0.0769230769, |
|
"f":0.1176470588 |
|
}, |
|
"CorporateGovernance":{ |
|
"p":0.6666666667, |
|
"r":0.1025641026, |
|
"f":0.1777777778 |
|
} |
|
}, |
|
"textcat_multilabel_loss":1.6235517708 |
|
} |
|
} |